Ultralytics YOLO27, YOLO26, YOLO11, YOLOv8 — object detection, instance segmentation, semantic segmentation, image classification, pose estimation, object tracking
Ultralytics YOLOv5 in PyTorch for object detection, instance segmentation, classification, training, and export.
[ACM MM 2026 Oral] AnyTrack: Unifying Visual Object Tracking with Any Modalities
[CVPR 2025] DEIM: DETR with Improved Matching for Fast Convergence
OpenMMLab YOLO series toolbox and benchmark. Implemented RTMDet, RTMDet-Rotated,YOLOv5, YOLOv6, YOLOv7, YOLOv8,YOLOX, PPYOLOE, etc.
RF-DETR is a real-time object detection and segmentation model architecture developed by Roboflow, SOTA on COCO, designed for fine-tuning. [ICLR 2026]
[Accepted by NeurIPS2026] Official code of the paper "Rethinking Infrared Small Target Detection: A Foundation- Driven Efficient Paradigm"
Generalist YOLO: Towards Real-Time End-to-End Multi-Task Visual Language Models
